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… Unlike other AI workloads, our GNN analyzes sensor correlations and enables consolidation.” This consolidation allows AIBIZ to reduce the number of parameters in its models. “Very large parameter quantities necessitate the use of GPUs,” says Choi. “GPUs typically generate more heat and require addi… …
… 8 Our new 2030 rack-level energy efficiency goal has major implications for equipment consolidation. …
… Existing hardware is being pushed to its limits as five key forces converge: AI demand is outpacing available compute, power, and data center capacity Legacy infrastructure and technical debt are slowing modernization efforts HPC demand is growing rapidly, driven in large part by AI workloads Cyber… …